M Motionworks Population Intelligence
Changelog

We version our methodology.

When the model changes, the version changes. No silent updates.

Apr 2026
Release
Viewcast v2.3.1: improved viewshed geometry
Updated viewshed polygon computation for digital billboards using LiDAR-corrected obstruction data.
Mar 2026
Improvement
Placecast v2.3: transit hub dwell time correction
Revised dwell time estimation for public transit hubs.
Feb 2026
Validation
Placecast v2.2 validation: 70+ place types published
Independent validation against ground truth data for 70+ place types.
Jan 2026
Release
Conscience Stack v1.0: five-layer block-group signal
Composite intensity score per Census block group.
Dec 2025
Improvement
Pathcast v1.2: pedestrian count model update
Pedestrian volume accuracy improved 18% in urban cores.

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